{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 第一问"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "87442"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "df = pd.read_csv(\"gaze.csv\")\n",
    "len(df.drop(df[df[\"confidence\"] <= 0.9].index.tolist()))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 第二问"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "120036"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sta_x = (df[\"norm_pos_x\"]-df[\"norm_pos_x\"].mean())/df[\"norm_pos_x\"].std()\n",
    "sta_y = (df[\"norm_pos_y\"]-df[\"norm_pos_y\"].mean())/df[\"norm_pos_y\"].std()\n",
    "len(df.drop(df[(sta_x.abs()>3)|(sta_y.abs()>3)].index.tolist()))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 第三问"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>gaze_timestamp</th>\n",
       "      <th>world_index</th>\n",
       "      <th>confidence</th>\n",
       "      <th>norm_pos_x</th>\n",
       "      <th>norm_pos_y</th>\n",
       "      <th>base_data</th>\n",
       "      <th>gaze_point_3d_x</th>\n",
       "      <th>gaze_point_3d_y</th>\n",
       "      <th>gaze_point_3d_z</th>\n",
       "      <th>eye_center0_3d_x</th>\n",
       "      <th>...</th>\n",
       "      <th>eye_center0_3d_z</th>\n",
       "      <th>gaze_normal0_x</th>\n",
       "      <th>gaze_normal0_y</th>\n",
       "      <th>gaze_normal0_z</th>\n",
       "      <th>eye_center1_3d_x</th>\n",
       "      <th>eye_center1_3d_y</th>\n",
       "      <th>eye_center1_3d_z</th>\n",
       "      <th>gaze_normal1_x</th>\n",
       "      <th>gaze_normal1_y</th>\n",
       "      <th>gaze_normal1_z</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970-01-02 08:29:10.776780+08:00</td>\n",
       "      <td>0</td>\n",
       "      <td>0.828006</td>\n",
       "      <td>0.531433</td>\n",
       "      <td>0.397509</td>\n",
       "      <td>88150.77678-0</td>\n",
       "      <td>28.369753</td>\n",
       "      <td>52.033135</td>\n",
       "      <td>705.121116</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.011527</td>\n",
       "      <td>0.051002</td>\n",
       "      <td>0.998632</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970-01-02 08:29:10.776787+08:00</td>\n",
       "      <td>0</td>\n",
       "      <td>0.459705</td>\n",
       "      <td>0.337051</td>\n",
       "      <td>0.186147</td>\n",
       "      <td>88150.776787-1</td>\n",
       "      <td>-142.869866</td>\n",
       "      <td>154.788121</td>\n",
       "      <td>684.981621</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.141761</td>\n",
       "      <td>0.192518</td>\n",
       "      <td>0.971000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970-01-02 08:29:10.779709+08:00</td>\n",
       "      <td>0</td>\n",
       "      <td>0.888789</td>\n",
       "      <td>0.543140</td>\n",
       "      <td>0.410668</td>\n",
       "      <td>88150.779709-0</td>\n",
       "      <td>38.942051</td>\n",
       "      <td>45.359863</td>\n",
       "      <td>705.232112</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.026087</td>\n",
       "      <td>0.041811</td>\n",
       "      <td>0.998785</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970-01-02 08:29:10.779759+08:00</td>\n",
       "      <td>0</td>\n",
       "      <td>0.550258</td>\n",
       "      <td>0.337923</td>\n",
       "      <td>0.173301</td>\n",
       "      <td>88150.779759-1</td>\n",
       "      <td>-141.879169</td>\n",
       "      <td>160.867779</td>\n",
       "      <td>683.893108</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.140397</td>\n",
       "      <td>0.200891</td>\n",
       "      <td>0.969501</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1970-01-02 08:29:10.787485+08:00</td>\n",
       "      <td>1</td>\n",
       "      <td>0.502595</td>\n",
       "      <td>0.340109</td>\n",
       "      <td>0.142989</td>\n",
       "      <td>88150.787485-1</td>\n",
       "      <td>-139.404860</td>\n",
       "      <td>175.088321</td>\n",
       "      <td>681.151453</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.136989</td>\n",
       "      <td>0.220475</td>\n",
       "      <td>0.965725</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1970-01-02 08:29:10.787580+08:00</td>\n",
       "      <td>1</td>\n",
       "      <td>0.625134</td>\n",
       "      <td>0.484139</td>\n",
       "      <td>0.385491</td>\n",
       "      <td>88150.78368299999-0 88150.79147699999-1</td>\n",
       "      <td>6.784204</td>\n",
       "      <td>-27.550520</td>\n",
       "      <td>-334.161525</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.041430</td>\n",
       "      <td>0.034837</td>\n",
       "      <td>0.998534</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.145087</td>\n",
       "      <td>0.230744</td>\n",
       "      <td>0.962137</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1970-01-02 08:29:10.789480500+08:00</td>\n",
       "      <td>1</td>\n",
       "      <td>0.625134</td>\n",
       "      <td>0.489687</td>\n",
       "      <td>0.392849</td>\n",
       "      <td>88150.787484-0 88150.79147699999-1</td>\n",
       "      <td>4.180437</td>\n",
       "      <td>-24.431546</td>\n",
       "      <td>-316.680240</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.052495</td>\n",
       "      <td>0.029825</td>\n",
       "      <td>0.998176</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.145087</td>\n",
       "      <td>0.230744</td>\n",
       "      <td>0.962137</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1970-01-02 08:29:10.793583500+08:00</td>\n",
       "      <td>1</td>\n",
       "      <td>0.625134</td>\n",
       "      <td>0.495993</td>\n",
       "      <td>0.399021</td>\n",
       "      <td>88150.79569-0 88150.79147699999-1</td>\n",
       "      <td>1.533100</td>\n",
       "      <td>-21.730862</td>\n",
       "      <td>-298.890441</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.065145</td>\n",
       "      <td>0.027374</td>\n",
       "      <td>0.997500</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.145087</td>\n",
       "      <td>0.230744</td>\n",
       "      <td>0.962137</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1970-01-02 08:29:10.795682500+08:00</td>\n",
       "      <td>1</td>\n",
       "      <td>0.706355</td>\n",
       "      <td>0.493975</td>\n",
       "      <td>0.408429</td>\n",
       "      <td>88150.79569-0 88150.795675-1</td>\n",
       "      <td>2.226758</td>\n",
       "      <td>-19.036160</td>\n",
       "      <td>-288.727225</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.065145</td>\n",
       "      <td>0.027374</td>\n",
       "      <td>0.997500</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.153085</td>\n",
       "      <td>0.220988</td>\n",
       "      <td>0.963187</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1970-01-02 08:29:10.798406500+08:00</td>\n",
       "      <td>1</td>\n",
       "      <td>0.708476</td>\n",
       "      <td>0.494116</td>\n",
       "      <td>0.407109</td>\n",
       "      <td>88150.79569-0 88150.801123-1</td>\n",
       "      <td>2.179629</td>\n",
       "      <td>-19.354530</td>\n",
       "      <td>-289.386597</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.065145</td>\n",
       "      <td>0.027374</td>\n",
       "      <td>0.997500</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.152523</td>\n",
       "      <td>0.222659</td>\n",
       "      <td>0.962891</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1970-01-02 08:29:10.801140+08:00</td>\n",
       "      <td>1</td>\n",
       "      <td>0.708476</td>\n",
       "      <td>0.495145</td>\n",
       "      <td>0.408338</td>\n",
       "      <td>88150.801157-0 88150.801123-1</td>\n",
       "      <td>1.782444</td>\n",
       "      <td>-18.930993</td>\n",
       "      <td>-286.849309</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.067222</td>\n",
       "      <td>0.026625</td>\n",
       "      <td>0.997383</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.152523</td>\n",
       "      <td>0.222659</td>\n",
       "      <td>0.962891</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1970-01-02 08:29:10.802973500+08:00</td>\n",
       "      <td>1</td>\n",
       "      <td>0.839662</td>\n",
       "      <td>0.495216</td>\n",
       "      <td>0.403442</td>\n",
       "      <td>88150.801157-0 88150.80479-1</td>\n",
       "      <td>1.757366</td>\n",
       "      <td>-19.951730</td>\n",
       "      <td>-286.984799</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.067222</td>\n",
       "      <td>0.026625</td>\n",
       "      <td>0.997383</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.152228</td>\n",
       "      <td>0.229814</td>\n",
       "      <td>0.961255</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1970-01-02 08:29:10.804630500+08:00</td>\n",
       "      <td>1</td>\n",
       "      <td>0.791032</td>\n",
       "      <td>0.494728</td>\n",
       "      <td>0.405146</td>\n",
       "      <td>88150.804471-0 88150.80479-1</td>\n",
       "      <td>1.944664</td>\n",
       "      <td>-19.682136</td>\n",
       "      <td>-288.194181</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.066239</td>\n",
       "      <td>0.023518</td>\n",
       "      <td>0.997527</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.152228</td>\n",
       "      <td>0.229814</td>\n",
       "      <td>0.961255</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1970-01-02 08:29:10.807269500+08:00</td>\n",
       "      <td>1</td>\n",
       "      <td>0.856341</td>\n",
       "      <td>0.494777</td>\n",
       "      <td>0.404969</td>\n",
       "      <td>88150.809749-0 88150.80479-1</td>\n",
       "      <td>1.925755</td>\n",
       "      <td>-19.710658</td>\n",
       "      <td>-288.072115</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.066338</td>\n",
       "      <td>0.023840</td>\n",
       "      <td>0.997512</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.152228</td>\n",
       "      <td>0.229814</td>\n",
       "      <td>0.961255</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1970-01-02 08:29:10.809748500+08:00</td>\n",
       "      <td>1</td>\n",
       "      <td>0.856341</td>\n",
       "      <td>0.494888</td>\n",
       "      <td>0.402216</td>\n",
       "      <td>88150.809749-0 88150.809748-1</td>\n",
       "      <td>1.887678</td>\n",
       "      <td>-20.312303</td>\n",
       "      <td>-288.507800</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.066338</td>\n",
       "      <td>0.023840</td>\n",
       "      <td>0.997512</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.151781</td>\n",
       "      <td>0.233679</td>\n",
       "      <td>0.960394</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1970-01-02 08:29:10.812873+08:00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.856341</td>\n",
       "      <td>0.494809</td>\n",
       "      <td>0.402125</td>\n",
       "      <td>88150.809749-0 88150.815997-1</td>\n",
       "      <td>1.914321</td>\n",
       "      <td>-20.302480</td>\n",
       "      <td>-288.102445</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.066338</td>\n",
       "      <td>0.023840</td>\n",
       "      <td>0.997512</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.152094</td>\n",
       "      <td>0.233980</td>\n",
       "      <td>0.960271</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1970-01-02 08:29:10.814136+08:00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.716398</td>\n",
       "      <td>0.494057</td>\n",
       "      <td>0.401233</td>\n",
       "      <td>88150.81227499999-0 88150.815997-1</td>\n",
       "      <td>2.205674</td>\n",
       "      <td>-20.620175</td>\n",
       "      <td>-289.966778</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.064824</td>\n",
       "      <td>0.024375</td>\n",
       "      <td>0.997599</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.152094</td>\n",
       "      <td>0.233980</td>\n",
       "      <td>0.960271</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1970-01-02 08:29:10.815997500+08:00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.836166</td>\n",
       "      <td>0.493629</td>\n",
       "      <td>0.400583</td>\n",
       "      <td>88150.81599799999-0 88150.815997-1</td>\n",
       "      <td>2.373377</td>\n",
       "      <td>-20.832665</td>\n",
       "      <td>-291.039161</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.063962</td>\n",
       "      <td>0.024893</td>\n",
       "      <td>0.997642</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.152094</td>\n",
       "      <td>0.233980</td>\n",
       "      <td>0.960271</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1970-01-02 08:29:10.818051+08:00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.836166</td>\n",
       "      <td>0.493772</td>\n",
       "      <td>0.400270</td>\n",
       "      <td>88150.81599799999-0 88150.820104-1</td>\n",
       "      <td>2.325815</td>\n",
       "      <td>-20.950335</td>\n",
       "      <td>-291.765325</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.063962</td>\n",
       "      <td>0.024893</td>\n",
       "      <td>0.997642</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.151527</td>\n",
       "      <td>0.234143</td>\n",
       "      <td>0.960321</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1970-01-02 08:29:10.821819+08:00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.861113</td>\n",
       "      <td>0.493453</td>\n",
       "      <td>0.399839</td>\n",
       "      <td>88150.823534-0 88150.820104-1</td>\n",
       "      <td>2.451823</td>\n",
       "      <td>-21.099370</td>\n",
       "      <td>-292.574406</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.063320</td>\n",
       "      <td>0.025199</td>\n",
       "      <td>0.997675</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.151527</td>\n",
       "      <td>0.234143</td>\n",
       "      <td>0.960321</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1970-01-02 08:29:10.823541+08:00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.861113</td>\n",
       "      <td>0.493829</td>\n",
       "      <td>0.399040</td>\n",
       "      <td>88150.823534-0 88150.823548-1</td>\n",
       "      <td>2.326419</td>\n",
       "      <td>-21.408250</td>\n",
       "      <td>-294.509706</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.063320</td>\n",
       "      <td>0.025199</td>\n",
       "      <td>0.997675</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.150041</td>\n",
       "      <td>0.234536</td>\n",
       "      <td>0.960458</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1970-01-02 08:29:10.825638500+08:00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.915197</td>\n",
       "      <td>0.493612</td>\n",
       "      <td>0.398950</td>\n",
       "      <td>88150.827729-0 88150.823548-1</td>\n",
       "      <td>2.412810</td>\n",
       "      <td>-21.468145</td>\n",
       "      <td>-295.071057</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.062883</td>\n",
       "      <td>0.025100</td>\n",
       "      <td>0.997705</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.150041</td>\n",
       "      <td>0.234536</td>\n",
       "      <td>0.960458</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1970-01-02 08:29:10.827729+08:00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.915197</td>\n",
       "      <td>0.493561</td>\n",
       "      <td>0.399305</td>\n",
       "      <td>88150.827729-0 88150.827729-1</td>\n",
       "      <td>2.429837</td>\n",
       "      <td>-21.374413</td>\n",
       "      <td>-294.819200</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.062883</td>\n",
       "      <td>0.025100</td>\n",
       "      <td>0.997705</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.150243</td>\n",
       "      <td>0.234115</td>\n",
       "      <td>0.960530</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1970-01-02 08:29:10.829663500+08:00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.915197</td>\n",
       "      <td>0.493570</td>\n",
       "      <td>0.399542</td>\n",
       "      <td>88150.827729-0 88150.83159799999-1</td>\n",
       "      <td>2.427118</td>\n",
       "      <td>-21.328193</td>\n",
       "      <td>-294.874516</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.062883</td>\n",
       "      <td>0.025100</td>\n",
       "      <td>0.997705</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.150210</td>\n",
       "      <td>0.233747</td>\n",
       "      <td>0.960624</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1970-01-02 08:29:10.831638500+08:00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.792455</td>\n",
       "      <td>0.493563</td>\n",
       "      <td>0.398007</td>\n",
       "      <td>88150.831679-0 88150.83159799999-1</td>\n",
       "      <td>2.429748</td>\n",
       "      <td>-21.654815</td>\n",
       "      <td>-294.883347</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.062870</td>\n",
       "      <td>0.027411</td>\n",
       "      <td>0.997645</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.150210</td>\n",
       "      <td>0.233747</td>\n",
       "      <td>0.960624</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1970-01-02 08:29:10.833690+08:00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.792455</td>\n",
       "      <td>0.493138</td>\n",
       "      <td>0.398798</td>\n",
       "      <td>88150.831679-0 88150.83570099999-1</td>\n",
       "      <td>2.570654</td>\n",
       "      <td>-21.326717</td>\n",
       "      <td>-292.687307</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.062870</td>\n",
       "      <td>0.027411</td>\n",
       "      <td>0.997645</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.151889</td>\n",
       "      <td>0.233467</td>\n",
       "      <td>0.960428</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1970-01-02 08:29:10.835701+08:00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.898123</td>\n",
       "      <td>0.493113</td>\n",
       "      <td>0.398948</td>\n",
       "      <td>88150.83570099999-0 88150.83570099999-1</td>\n",
       "      <td>2.580644</td>\n",
       "      <td>-21.299914</td>\n",
       "      <td>-292.752309</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.062819</td>\n",
       "      <td>0.027157</td>\n",
       "      <td>0.997655</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.151889</td>\n",
       "      <td>0.233467</td>\n",
       "      <td>0.960428</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1970-01-02 08:29:10.839575+08:00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.898123</td>\n",
       "      <td>0.493449</td>\n",
       "      <td>0.398484</td>\n",
       "      <td>88150.83570099999-0 88150.84344899999-1</td>\n",
       "      <td>2.469473</td>\n",
       "      <td>-21.525123</td>\n",
       "      <td>-294.494617</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.062819</td>\n",
       "      <td>0.027157</td>\n",
       "      <td>0.997655</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.150562</td>\n",
       "      <td>0.233448</td>\n",
       "      <td>0.960642</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1970-01-02 08:29:10.842234+08:00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.861801</td>\n",
       "      <td>0.492774</td>\n",
       "      <td>0.399444</td>\n",
       "      <td>88150.841019-0 88150.84344899999-1</td>\n",
       "      <td>2.740186</td>\n",
       "      <td>-21.448818</td>\n",
       "      <td>-296.254320</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.061462</td>\n",
       "      <td>0.024975</td>\n",
       "      <td>0.997797</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.150562</td>\n",
       "      <td>0.233448</td>\n",
       "      <td>0.960642</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1970-01-02 08:29:10.843448500+08:00</td>\n",
       "      <td>2</td>\n",
       "      <td>0.876269</td>\n",
       "      <td>0.492872</td>\n",
       "      <td>0.397926</td>\n",
       "      <td>88150.843448-0 88150.84344899999-1</td>\n",
       "      <td>2.700379</td>\n",
       "      <td>-21.753075</td>\n",
       "      <td>-295.988154</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.061661</td>\n",
       "      <td>0.027373</td>\n",
       "      <td>0.997722</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.150562</td>\n",
       "      <td>0.233448</td>\n",
       "      <td>0.960642</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125234</th>\n",
       "      <td>1970-01-02 08:34:03.637650+08:00</td>\n",
       "      <td>8786</td>\n",
       "      <td>0.998810</td>\n",
       "      <td>0.408119</td>\n",
       "      <td>0.415940</td>\n",
       "      <td>88443.639633-0 88443.635667-1</td>\n",
       "      <td>327.623241</td>\n",
       "      <td>-168.601463</td>\n",
       "      <td>-2785.738522</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.110515</td>\n",
       "      <td>0.041316</td>\n",
       "      <td>0.993015</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.130494</td>\n",
       "      <td>0.089989</td>\n",
       "      <td>0.987357</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125235</th>\n",
       "      <td>1970-01-02 08:34:03.639636500+08:00</td>\n",
       "      <td>8786</td>\n",
       "      <td>0.997133</td>\n",
       "      <td>0.407482</td>\n",
       "      <td>0.417039</td>\n",
       "      <td>88443.639633-0 88443.63964-1</td>\n",
       "      <td>292.125040</td>\n",
       "      <td>-147.345976</td>\n",
       "      <td>-2466.784987</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.110515</td>\n",
       "      <td>0.041316</td>\n",
       "      <td>0.993015</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.133136</td>\n",
       "      <td>0.089879</td>\n",
       "      <td>0.987014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125236</th>\n",
       "      <td>1970-01-02 08:34:03.643581500+08:00</td>\n",
       "      <td>8787</td>\n",
       "      <td>0.972512</td>\n",
       "      <td>0.407976</td>\n",
       "      <td>0.417194</td>\n",
       "      <td>88443.64752299999-0 88443.63964-1</td>\n",
       "      <td>279.788775</td>\n",
       "      <td>-141.615477</td>\n",
       "      <td>-2375.302942</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.109617</td>\n",
       "      <td>0.041600</td>\n",
       "      <td>0.993103</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.133136</td>\n",
       "      <td>0.089879</td>\n",
       "      <td>0.987014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125237</th>\n",
       "      <td>1970-01-02 08:34:03.645556500+08:00</td>\n",
       "      <td>8787</td>\n",
       "      <td>0.945137</td>\n",
       "      <td>0.407597</td>\n",
       "      <td>0.417785</td>\n",
       "      <td>88443.64752299999-0 88443.64358999999-1</td>\n",
       "      <td>263.673861</td>\n",
       "      <td>-131.963837</td>\n",
       "      <td>-2229.307487</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.109617</td>\n",
       "      <td>0.041600</td>\n",
       "      <td>0.993103</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.134708</td>\n",
       "      <td>0.089903</td>\n",
       "      <td>0.986799</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125238</th>\n",
       "      <td>1970-01-02 08:34:03.647523500+08:00</td>\n",
       "      <td>8787</td>\n",
       "      <td>0.972512</td>\n",
       "      <td>0.407888</td>\n",
       "      <td>0.415986</td>\n",
       "      <td>88443.64752299999-0 88443.647524-1</td>\n",
       "      <td>275.942506</td>\n",
       "      <td>-141.573055</td>\n",
       "      <td>-2340.421974</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.109617</td>\n",
       "      <td>0.041600</td>\n",
       "      <td>0.993103</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.133476</td>\n",
       "      <td>0.091806</td>\n",
       "      <td>0.986791</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125239</th>\n",
       "      <td>1970-01-02 08:34:03.649511+08:00</td>\n",
       "      <td>8787</td>\n",
       "      <td>0.896915</td>\n",
       "      <td>0.407491</td>\n",
       "      <td>0.416309</td>\n",
       "      <td>88443.65149799999-0 88443.647524-1</td>\n",
       "      <td>285.513406</td>\n",
       "      <td>-145.292087</td>\n",
       "      <td>-2411.199581</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.110342</td>\n",
       "      <td>0.040727</td>\n",
       "      <td>0.993059</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.133476</td>\n",
       "      <td>0.091806</td>\n",
       "      <td>0.986791</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125240</th>\n",
       "      <td>1970-01-02 08:34:03.651507+08:00</td>\n",
       "      <td>8787</td>\n",
       "      <td>0.896915</td>\n",
       "      <td>0.407678</td>\n",
       "      <td>0.415142</td>\n",
       "      <td>88443.65149799999-0 88443.651516-1</td>\n",
       "      <td>294.654831</td>\n",
       "      <td>-152.344358</td>\n",
       "      <td>-2493.441590</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.110342</td>\n",
       "      <td>0.040727</td>\n",
       "      <td>0.993059</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.132685</td>\n",
       "      <td>0.093045</td>\n",
       "      <td>0.986781</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125241</th>\n",
       "      <td>1970-01-02 08:34:03.654311500+08:00</td>\n",
       "      <td>8787</td>\n",
       "      <td>0.980362</td>\n",
       "      <td>0.408816</td>\n",
       "      <td>0.415802</td>\n",
       "      <td>88443.65710699999-0 88443.651516-1</td>\n",
       "      <td>267.089344</td>\n",
       "      <td>-138.726996</td>\n",
       "      <td>-2288.366863</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.108277</td>\n",
       "      <td>0.040950</td>\n",
       "      <td>0.993277</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.132685</td>\n",
       "      <td>0.093045</td>\n",
       "      <td>0.986781</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125242</th>\n",
       "      <td>1970-01-02 08:34:03.657106500+08:00</td>\n",
       "      <td>8787</td>\n",
       "      <td>0.980362</td>\n",
       "      <td>0.408763</td>\n",
       "      <td>0.416374</td>\n",
       "      <td>88443.65710699999-0 88443.657106-1</td>\n",
       "      <td>264.912963</td>\n",
       "      <td>-136.583602</td>\n",
       "      <td>-2268.414592</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.108277</td>\n",
       "      <td>0.040950</td>\n",
       "      <td>0.993277</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.132911</td>\n",
       "      <td>0.092348</td>\n",
       "      <td>0.986816</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125243</th>\n",
       "      <td>1970-01-02 08:34:03.660342+08:00</td>\n",
       "      <td>8787</td>\n",
       "      <td>0.950389</td>\n",
       "      <td>0.408716</td>\n",
       "      <td>0.416625</td>\n",
       "      <td>88443.65710699999-0 88443.663577-1</td>\n",
       "      <td>263.003619</td>\n",
       "      <td>-135.121753</td>\n",
       "      <td>-2250.903776</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.108277</td>\n",
       "      <td>0.040950</td>\n",
       "      <td>0.993277</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.133109</td>\n",
       "      <td>0.092096</td>\n",
       "      <td>0.986813</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125244</th>\n",
       "      <td>1970-01-02 08:34:03.661687500+08:00</td>\n",
       "      <td>8787</td>\n",
       "      <td>0.950389</td>\n",
       "      <td>0.407169</td>\n",
       "      <td>0.414880</td>\n",
       "      <td>88443.659798-0 88443.663577-1</td>\n",
       "      <td>300.529439</td>\n",
       "      <td>-155.006068</td>\n",
       "      <td>-2529.202212</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.111079</td>\n",
       "      <td>0.041862</td>\n",
       "      <td>0.992930</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.133109</td>\n",
       "      <td>0.092096</td>\n",
       "      <td>0.986813</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125245</th>\n",
       "      <td>1970-01-02 08:34:03.663608+08:00</td>\n",
       "      <td>8787</td>\n",
       "      <td>0.950389</td>\n",
       "      <td>0.407372</td>\n",
       "      <td>0.415046</td>\n",
       "      <td>88443.66363899999-0 88443.663577-1</td>\n",
       "      <td>295.073491</td>\n",
       "      <td>-152.229314</td>\n",
       "      <td>-2488.740351</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.110710</td>\n",
       "      <td>0.041834</td>\n",
       "      <td>0.992972</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.133109</td>\n",
       "      <td>0.092096</td>\n",
       "      <td>0.986813</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125246</th>\n",
       "      <td>1970-01-02 08:34:03.665714+08:00</td>\n",
       "      <td>8787</td>\n",
       "      <td>0.979586</td>\n",
       "      <td>0.407567</td>\n",
       "      <td>0.414412</td>\n",
       "      <td>88443.66363899999-0 88443.667789-1</td>\n",
       "      <td>305.223644</td>\n",
       "      <td>-158.973716</td>\n",
       "      <td>-2579.763228</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.110710</td>\n",
       "      <td>0.041834</td>\n",
       "      <td>0.992972</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.132298</td>\n",
       "      <td>0.092555</td>\n",
       "      <td>0.986879</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125247</th>\n",
       "      <td>1970-01-02 08:34:03.667802500+08:00</td>\n",
       "      <td>8787</td>\n",
       "      <td>0.986084</td>\n",
       "      <td>0.407388</td>\n",
       "      <td>0.414399</td>\n",
       "      <td>88443.667816-0 88443.667789-1</td>\n",
       "      <td>310.342691</td>\n",
       "      <td>-161.352523</td>\n",
       "      <td>-2617.960937</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.111035</td>\n",
       "      <td>0.041669</td>\n",
       "      <td>0.992943</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.132298</td>\n",
       "      <td>0.092555</td>\n",
       "      <td>0.986879</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125248</th>\n",
       "      <td>1970-01-02 08:34:03.669665500+08:00</td>\n",
       "      <td>8787</td>\n",
       "      <td>0.975860</td>\n",
       "      <td>0.407382</td>\n",
       "      <td>0.415734</td>\n",
       "      <td>88443.667816-0 88443.671515-1</td>\n",
       "      <td>309.933637</td>\n",
       "      <td>-158.617089</td>\n",
       "      <td>-2614.345350</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.111035</td>\n",
       "      <td>0.041669</td>\n",
       "      <td>0.992943</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.132345</td>\n",
       "      <td>0.090664</td>\n",
       "      <td>0.987048</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125249</th>\n",
       "      <td>1970-01-02 08:34:03.673553+08:00</td>\n",
       "      <td>8787</td>\n",
       "      <td>0.975860</td>\n",
       "      <td>0.407002</td>\n",
       "      <td>0.416201</td>\n",
       "      <td>88443.67559099999-0 88443.671515-1</td>\n",
       "      <td>321.280617</td>\n",
       "      <td>-162.843714</td>\n",
       "      <td>-2698.992353</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.111729</td>\n",
       "      <td>0.040608</td>\n",
       "      <td>0.992909</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.132345</td>\n",
       "      <td>0.090664</td>\n",
       "      <td>0.987048</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125250</th>\n",
       "      <td>1970-01-02 08:34:03.675556500+08:00</td>\n",
       "      <td>8787</td>\n",
       "      <td>0.992850</td>\n",
       "      <td>0.407098</td>\n",
       "      <td>0.415170</td>\n",
       "      <td>88443.67559099999-0 88443.67552199999-1</td>\n",
       "      <td>327.160438</td>\n",
       "      <td>-168.037667</td>\n",
       "      <td>-2751.212850</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.111729</td>\n",
       "      <td>0.040608</td>\n",
       "      <td>0.992909</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.131934</td>\n",
       "      <td>0.091917</td>\n",
       "      <td>0.986988</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125251</th>\n",
       "      <td>1970-01-02 08:34:03.677551500+08:00</td>\n",
       "      <td>8788</td>\n",
       "      <td>0.987997</td>\n",
       "      <td>0.406835</td>\n",
       "      <td>0.415902</td>\n",
       "      <td>88443.67559099999-0 88443.67951199999-1</td>\n",
       "      <td>311.633708</td>\n",
       "      <td>-158.234517</td>\n",
       "      <td>-2613.247914</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.111729</td>\n",
       "      <td>0.040608</td>\n",
       "      <td>0.992909</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.133029</td>\n",
       "      <td>0.091475</td>\n",
       "      <td>0.986882</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125252</th>\n",
       "      <td>1970-01-02 08:34:03.679543+08:00</td>\n",
       "      <td>8788</td>\n",
       "      <td>0.957003</td>\n",
       "      <td>0.407303</td>\n",
       "      <td>0.415103</td>\n",
       "      <td>88443.679574-0 88443.67951199999-1</td>\n",
       "      <td>298.538743</td>\n",
       "      <td>-153.796717</td>\n",
       "      <td>-2516.079070</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.110872</td>\n",
       "      <td>0.042234</td>\n",
       "      <td>0.992937</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.133029</td>\n",
       "      <td>0.091475</td>\n",
       "      <td>0.986882</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125253</th>\n",
       "      <td>1970-01-02 08:34:03.681565500+08:00</td>\n",
       "      <td>8788</td>\n",
       "      <td>0.950669</td>\n",
       "      <td>0.407586</td>\n",
       "      <td>0.414926</td>\n",
       "      <td>88443.679574-0 88443.683557-1</td>\n",
       "      <td>313.875524</td>\n",
       "      <td>-162.531626</td>\n",
       "      <td>-2653.432131</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.110872</td>\n",
       "      <td>0.042234</td>\n",
       "      <td>0.992937</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.131862</td>\n",
       "      <td>0.091081</td>\n",
       "      <td>0.987075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125254</th>\n",
       "      <td>1970-01-02 08:34:03.683578500+08:00</td>\n",
       "      <td>8788</td>\n",
       "      <td>0.923826</td>\n",
       "      <td>0.407554</td>\n",
       "      <td>0.415108</td>\n",
       "      <td>88443.68359999999-0 88443.683557-1</td>\n",
       "      <td>314.809228</td>\n",
       "      <td>-162.610875</td>\n",
       "      <td>-2660.422157</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.110931</td>\n",
       "      <td>0.041940</td>\n",
       "      <td>0.992943</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.131862</td>\n",
       "      <td>0.091081</td>\n",
       "      <td>0.987075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125255</th>\n",
       "      <td>1970-01-02 08:34:03.688172+08:00</td>\n",
       "      <td>8788</td>\n",
       "      <td>0.923826</td>\n",
       "      <td>0.407558</td>\n",
       "      <td>0.414778</td>\n",
       "      <td>88443.68359999999-0 88443.692744-1</td>\n",
       "      <td>315.046360</td>\n",
       "      <td>-163.372806</td>\n",
       "      <td>-2662.534280</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.110931</td>\n",
       "      <td>0.041940</td>\n",
       "      <td>0.992943</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.131841</td>\n",
       "      <td>0.091543</td>\n",
       "      <td>0.987035</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125256</th>\n",
       "      <td>1970-01-02 08:34:03.690149+08:00</td>\n",
       "      <td>8788</td>\n",
       "      <td>0.913309</td>\n",
       "      <td>0.407340</td>\n",
       "      <td>0.414249</td>\n",
       "      <td>88443.68755399999-0 88443.692744-1</td>\n",
       "      <td>321.705074</td>\n",
       "      <td>-167.465954</td>\n",
       "      <td>-2712.403675</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.111323</td>\n",
       "      <td>0.042474</td>\n",
       "      <td>0.992876</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.131841</td>\n",
       "      <td>0.091543</td>\n",
       "      <td>0.987035</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125257</th>\n",
       "      <td>1970-01-02 08:34:03.692745500+08:00</td>\n",
       "      <td>8788</td>\n",
       "      <td>0.938922</td>\n",
       "      <td>0.407324</td>\n",
       "      <td>0.414699</td>\n",
       "      <td>88443.692747-0 88443.692744-1</td>\n",
       "      <td>322.200887</td>\n",
       "      <td>-166.814138</td>\n",
       "      <td>-2716.113303</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.111356</td>\n",
       "      <td>0.041812</td>\n",
       "      <td>0.992901</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.131841</td>\n",
       "      <td>0.091543</td>\n",
       "      <td>0.987035</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125258</th>\n",
       "      <td>1970-01-02 08:34:03.694169+08:00</td>\n",
       "      <td>8788</td>\n",
       "      <td>0.999135</td>\n",
       "      <td>0.407554</td>\n",
       "      <td>0.413293</td>\n",
       "      <td>88443.692747-0 88443.695591-1</td>\n",
       "      <td>336.831550</td>\n",
       "      <td>-177.706680</td>\n",
       "      <td>-2846.522639</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.111356</td>\n",
       "      <td>0.041812</td>\n",
       "      <td>0.992901</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.130868</td>\n",
       "      <td>0.093021</td>\n",
       "      <td>0.987026</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125259</th>\n",
       "      <td>1970-01-02 08:34:03.695600500+08:00</td>\n",
       "      <td>8788</td>\n",
       "      <td>0.995336</td>\n",
       "      <td>0.407831</td>\n",
       "      <td>0.413470</td>\n",
       "      <td>88443.69561-0 88443.695591-1</td>\n",
       "      <td>327.648915</td>\n",
       "      <td>-173.027524</td>\n",
       "      <td>-2777.243340</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.110854</td>\n",
       "      <td>0.041843</td>\n",
       "      <td>0.992955</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.130868</td>\n",
       "      <td>0.093021</td>\n",
       "      <td>0.987026</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125260</th>\n",
       "      <td>1970-01-02 08:34:03.697570500+08:00</td>\n",
       "      <td>8788</td>\n",
       "      <td>0.948733</td>\n",
       "      <td>0.407552</td>\n",
       "      <td>0.414731</td>\n",
       "      <td>88443.69561-0 88443.69953099999-1</td>\n",
       "      <td>311.054477</td>\n",
       "      <td>-161.381388</td>\n",
       "      <td>-2628.637408</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.110854</td>\n",
       "      <td>0.041843</td>\n",
       "      <td>0.992955</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.132037</td>\n",
       "      <td>0.091860</td>\n",
       "      <td>0.986979</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125261</th>\n",
       "      <td>1970-01-02 08:34:03.701580+08:00</td>\n",
       "      <td>8788</td>\n",
       "      <td>0.945284</td>\n",
       "      <td>0.407467</td>\n",
       "      <td>0.414705</td>\n",
       "      <td>88443.703629-0 88443.69953099999-1</td>\n",
       "      <td>313.566509</td>\n",
       "      <td>-162.585330</td>\n",
       "      <td>-2647.420719</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.111009</td>\n",
       "      <td>0.041794</td>\n",
       "      <td>0.992940</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.132037</td>\n",
       "      <td>0.091860</td>\n",
       "      <td>0.986979</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125262</th>\n",
       "      <td>1970-01-02 08:34:03.703608+08:00</td>\n",
       "      <td>8788</td>\n",
       "      <td>0.945284</td>\n",
       "      <td>0.407160</td>\n",
       "      <td>0.415340</td>\n",
       "      <td>88443.703629-0 88443.703587-1</td>\n",
       "      <td>297.019831</td>\n",
       "      <td>-152.352987</td>\n",
       "      <td>-2499.428189</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.111009</td>\n",
       "      <td>0.041794</td>\n",
       "      <td>0.992940</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.133311</td>\n",
       "      <td>0.091656</td>\n",
       "      <td>0.986827</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125263</th>\n",
       "      <td>1970-01-02 08:34:03.705574+08:00</td>\n",
       "      <td>8788</td>\n",
       "      <td>0.945284</td>\n",
       "      <td>0.407637</td>\n",
       "      <td>0.413674</td>\n",
       "      <td>88443.703629-0 88443.70751899999-1</td>\n",
       "      <td>323.629974</td>\n",
       "      <td>-170.142461</td>\n",
       "      <td>-2737.404466</td>\n",
       "      <td>19.888755</td>\n",
       "      <td>...</td>\n",
       "      <td>-20.707271</td>\n",
       "      <td>-0.111009</td>\n",
       "      <td>0.041794</td>\n",
       "      <td>0.992940</td>\n",
       "      <td>-37.372594</td>\n",
       "      <td>14.763454</td>\n",
       "      <td>-23.294339</td>\n",
       "      <td>-0.131320</td>\n",
       "      <td>0.092941</td>\n",
       "      <td>0.986974</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>125264 rows × 21 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                            gaze_timestamp  world_index  confidence  \\\n",
       "0         1970-01-02 08:29:10.776780+08:00            0    0.828006   \n",
       "1         1970-01-02 08:29:10.776787+08:00            0    0.459705   \n",
       "2         1970-01-02 08:29:10.779709+08:00            0    0.888789   \n",
       "3         1970-01-02 08:29:10.779759+08:00            0    0.550258   \n",
       "4         1970-01-02 08:29:10.787485+08:00            1    0.502595   \n",
       "5         1970-01-02 08:29:10.787580+08:00            1    0.625134   \n",
       "6      1970-01-02 08:29:10.789480500+08:00            1    0.625134   \n",
       "7      1970-01-02 08:29:10.793583500+08:00            1    0.625134   \n",
       "8      1970-01-02 08:29:10.795682500+08:00            1    0.706355   \n",
       "9      1970-01-02 08:29:10.798406500+08:00            1    0.708476   \n",
       "10        1970-01-02 08:29:10.801140+08:00            1    0.708476   \n",
       "11     1970-01-02 08:29:10.802973500+08:00            1    0.839662   \n",
       "12     1970-01-02 08:29:10.804630500+08:00            1    0.791032   \n",
       "13     1970-01-02 08:29:10.807269500+08:00            1    0.856341   \n",
       "14     1970-01-02 08:29:10.809748500+08:00            1    0.856341   \n",
       "15        1970-01-02 08:29:10.812873+08:00            2    0.856341   \n",
       "16        1970-01-02 08:29:10.814136+08:00            2    0.716398   \n",
       "17     1970-01-02 08:29:10.815997500+08:00            2    0.836166   \n",
       "18        1970-01-02 08:29:10.818051+08:00            2    0.836166   \n",
       "19        1970-01-02 08:29:10.821819+08:00            2    0.861113   \n",
       "20        1970-01-02 08:29:10.823541+08:00            2    0.861113   \n",
       "21     1970-01-02 08:29:10.825638500+08:00            2    0.915197   \n",
       "22        1970-01-02 08:29:10.827729+08:00            2    0.915197   \n",
       "23     1970-01-02 08:29:10.829663500+08:00            2    0.915197   \n",
       "24     1970-01-02 08:29:10.831638500+08:00            2    0.792455   \n",
       "25        1970-01-02 08:29:10.833690+08:00            2    0.792455   \n",
       "26        1970-01-02 08:29:10.835701+08:00            2    0.898123   \n",
       "27        1970-01-02 08:29:10.839575+08:00            2    0.898123   \n",
       "28        1970-01-02 08:29:10.842234+08:00            2    0.861801   \n",
       "29     1970-01-02 08:29:10.843448500+08:00            2    0.876269   \n",
       "...                                    ...          ...         ...   \n",
       "125234    1970-01-02 08:34:03.637650+08:00         8786    0.998810   \n",
       "125235 1970-01-02 08:34:03.639636500+08:00         8786    0.997133   \n",
       "125236 1970-01-02 08:34:03.643581500+08:00         8787    0.972512   \n",
       "125237 1970-01-02 08:34:03.645556500+08:00         8787    0.945137   \n",
       "125238 1970-01-02 08:34:03.647523500+08:00         8787    0.972512   \n",
       "125239    1970-01-02 08:34:03.649511+08:00         8787    0.896915   \n",
       "125240    1970-01-02 08:34:03.651507+08:00         8787    0.896915   \n",
       "125241 1970-01-02 08:34:03.654311500+08:00         8787    0.980362   \n",
       "125242 1970-01-02 08:34:03.657106500+08:00         8787    0.980362   \n",
       "125243    1970-01-02 08:34:03.660342+08:00         8787    0.950389   \n",
       "125244 1970-01-02 08:34:03.661687500+08:00         8787    0.950389   \n",
       "125245    1970-01-02 08:34:03.663608+08:00         8787    0.950389   \n",
       "125246    1970-01-02 08:34:03.665714+08:00         8787    0.979586   \n",
       "125247 1970-01-02 08:34:03.667802500+08:00         8787    0.986084   \n",
       "125248 1970-01-02 08:34:03.669665500+08:00         8787    0.975860   \n",
       "125249    1970-01-02 08:34:03.673553+08:00         8787    0.975860   \n",
       "125250 1970-01-02 08:34:03.675556500+08:00         8787    0.992850   \n",
       "125251 1970-01-02 08:34:03.677551500+08:00         8788    0.987997   \n",
       "125252    1970-01-02 08:34:03.679543+08:00         8788    0.957003   \n",
       "125253 1970-01-02 08:34:03.681565500+08:00         8788    0.950669   \n",
       "125254 1970-01-02 08:34:03.683578500+08:00         8788    0.923826   \n",
       "125255    1970-01-02 08:34:03.688172+08:00         8788    0.923826   \n",
       "125256    1970-01-02 08:34:03.690149+08:00         8788    0.913309   \n",
       "125257 1970-01-02 08:34:03.692745500+08:00         8788    0.938922   \n",
       "125258    1970-01-02 08:34:03.694169+08:00         8788    0.999135   \n",
       "125259 1970-01-02 08:34:03.695600500+08:00         8788    0.995336   \n",
       "125260 1970-01-02 08:34:03.697570500+08:00         8788    0.948733   \n",
       "125261    1970-01-02 08:34:03.701580+08:00         8788    0.945284   \n",
       "125262    1970-01-02 08:34:03.703608+08:00         8788    0.945284   \n",
       "125263    1970-01-02 08:34:03.705574+08:00         8788    0.945284   \n",
       "\n",
       "        norm_pos_x  norm_pos_y                                base_data  \\\n",
       "0         0.531433    0.397509                            88150.77678-0   \n",
       "1         0.337051    0.186147                           88150.776787-1   \n",
       "2         0.543140    0.410668                           88150.779709-0   \n",
       "3         0.337923    0.173301                           88150.779759-1   \n",
       "4         0.340109    0.142989                           88150.787485-1   \n",
       "5         0.484139    0.385491  88150.78368299999-0 88150.79147699999-1   \n",
       "6         0.489687    0.392849       88150.787484-0 88150.79147699999-1   \n",
       "7         0.495993    0.399021        88150.79569-0 88150.79147699999-1   \n",
       "8         0.493975    0.408429             88150.79569-0 88150.795675-1   \n",
       "9         0.494116    0.407109             88150.79569-0 88150.801123-1   \n",
       "10        0.495145    0.408338            88150.801157-0 88150.801123-1   \n",
       "11        0.495216    0.403442             88150.801157-0 88150.80479-1   \n",
       "12        0.494728    0.405146             88150.804471-0 88150.80479-1   \n",
       "13        0.494777    0.404969             88150.809749-0 88150.80479-1   \n",
       "14        0.494888    0.402216            88150.809749-0 88150.809748-1   \n",
       "15        0.494809    0.402125            88150.809749-0 88150.815997-1   \n",
       "16        0.494057    0.401233       88150.81227499999-0 88150.815997-1   \n",
       "17        0.493629    0.400583       88150.81599799999-0 88150.815997-1   \n",
       "18        0.493772    0.400270       88150.81599799999-0 88150.820104-1   \n",
       "19        0.493453    0.399839            88150.823534-0 88150.820104-1   \n",
       "20        0.493829    0.399040            88150.823534-0 88150.823548-1   \n",
       "21        0.493612    0.398950            88150.827729-0 88150.823548-1   \n",
       "22        0.493561    0.399305            88150.827729-0 88150.827729-1   \n",
       "23        0.493570    0.399542       88150.827729-0 88150.83159799999-1   \n",
       "24        0.493563    0.398007       88150.831679-0 88150.83159799999-1   \n",
       "25        0.493138    0.398798       88150.831679-0 88150.83570099999-1   \n",
       "26        0.493113    0.398948  88150.83570099999-0 88150.83570099999-1   \n",
       "27        0.493449    0.398484  88150.83570099999-0 88150.84344899999-1   \n",
       "28        0.492774    0.399444       88150.841019-0 88150.84344899999-1   \n",
       "29        0.492872    0.397926       88150.843448-0 88150.84344899999-1   \n",
       "...            ...         ...                                      ...   \n",
       "125234    0.408119    0.415940            88443.639633-0 88443.635667-1   \n",
       "125235    0.407482    0.417039             88443.639633-0 88443.63964-1   \n",
       "125236    0.407976    0.417194        88443.64752299999-0 88443.63964-1   \n",
       "125237    0.407597    0.417785  88443.64752299999-0 88443.64358999999-1   \n",
       "125238    0.407888    0.415986       88443.64752299999-0 88443.647524-1   \n",
       "125239    0.407491    0.416309       88443.65149799999-0 88443.647524-1   \n",
       "125240    0.407678    0.415142       88443.65149799999-0 88443.651516-1   \n",
       "125241    0.408816    0.415802       88443.65710699999-0 88443.651516-1   \n",
       "125242    0.408763    0.416374       88443.65710699999-0 88443.657106-1   \n",
       "125243    0.408716    0.416625       88443.65710699999-0 88443.663577-1   \n",
       "125244    0.407169    0.414880            88443.659798-0 88443.663577-1   \n",
       "125245    0.407372    0.415046       88443.66363899999-0 88443.663577-1   \n",
       "125246    0.407567    0.414412       88443.66363899999-0 88443.667789-1   \n",
       "125247    0.407388    0.414399            88443.667816-0 88443.667789-1   \n",
       "125248    0.407382    0.415734            88443.667816-0 88443.671515-1   \n",
       "125249    0.407002    0.416201       88443.67559099999-0 88443.671515-1   \n",
       "125250    0.407098    0.415170  88443.67559099999-0 88443.67552199999-1   \n",
       "125251    0.406835    0.415902  88443.67559099999-0 88443.67951199999-1   \n",
       "125252    0.407303    0.415103       88443.679574-0 88443.67951199999-1   \n",
       "125253    0.407586    0.414926            88443.679574-0 88443.683557-1   \n",
       "125254    0.407554    0.415108       88443.68359999999-0 88443.683557-1   \n",
       "125255    0.407558    0.414778       88443.68359999999-0 88443.692744-1   \n",
       "125256    0.407340    0.414249       88443.68755399999-0 88443.692744-1   \n",
       "125257    0.407324    0.414699            88443.692747-0 88443.692744-1   \n",
       "125258    0.407554    0.413293            88443.692747-0 88443.695591-1   \n",
       "125259    0.407831    0.413470             88443.69561-0 88443.695591-1   \n",
       "125260    0.407552    0.414731        88443.69561-0 88443.69953099999-1   \n",
       "125261    0.407467    0.414705       88443.703629-0 88443.69953099999-1   \n",
       "125262    0.407160    0.415340            88443.703629-0 88443.703587-1   \n",
       "125263    0.407637    0.413674       88443.703629-0 88443.70751899999-1   \n",
       "\n",
       "        gaze_point_3d_x  gaze_point_3d_y  gaze_point_3d_z  eye_center0_3d_x  \\\n",
       "0             28.369753        52.033135       705.121116         20.000000   \n",
       "1           -142.869866       154.788121       684.981621        -39.934928   \n",
       "2             38.942051        45.359863       705.232112         20.000000   \n",
       "3           -141.879169       160.867779       683.893108        -39.934928   \n",
       "4           -139.404860       175.088321       681.151453        -39.934928   \n",
       "5              6.784204       -27.550520      -334.161525         20.000000   \n",
       "6              4.180437       -24.431546      -316.680240         20.000000   \n",
       "7              1.533100       -21.730862      -298.890441         20.000000   \n",
       "8              2.226758       -19.036160      -288.727225         20.000000   \n",
       "9              2.179629       -19.354530      -289.386597         20.000000   \n",
       "10             1.782444       -18.930993      -286.849309         20.000000   \n",
       "11             1.757366       -19.951730      -286.984799         20.000000   \n",
       "12             1.944664       -19.682136      -288.194181         20.000000   \n",
       "13             1.925755       -19.710658      -288.072115         20.000000   \n",
       "14             1.887678       -20.312303      -288.507800         20.000000   \n",
       "15             1.914321       -20.302480      -288.102445         20.000000   \n",
       "16             2.205674       -20.620175      -289.966778         20.000000   \n",
       "17             2.373377       -20.832665      -291.039161         20.000000   \n",
       "18             2.325815       -20.950335      -291.765325         20.000000   \n",
       "19             2.451823       -21.099370      -292.574406         20.000000   \n",
       "20             2.326419       -21.408250      -294.509706         20.000000   \n",
       "21             2.412810       -21.468145      -295.071057         20.000000   \n",
       "22             2.429837       -21.374413      -294.819200         20.000000   \n",
       "23             2.427118       -21.328193      -294.874516         20.000000   \n",
       "24             2.429748       -21.654815      -294.883347         20.000000   \n",
       "25             2.570654       -21.326717      -292.687307         20.000000   \n",
       "26             2.580644       -21.299914      -292.752309         20.000000   \n",
       "27             2.469473       -21.525123      -294.494617         20.000000   \n",
       "28             2.740186       -21.448818      -296.254320         20.000000   \n",
       "29             2.700379       -21.753075      -295.988154         20.000000   \n",
       "...                 ...              ...              ...               ...   \n",
       "125234       327.623241      -168.601463     -2785.738522         19.888755   \n",
       "125235       292.125040      -147.345976     -2466.784987         19.888755   \n",
       "125236       279.788775      -141.615477     -2375.302942         19.888755   \n",
       "125237       263.673861      -131.963837     -2229.307487         19.888755   \n",
       "125238       275.942506      -141.573055     -2340.421974         19.888755   \n",
       "125239       285.513406      -145.292087     -2411.199581         19.888755   \n",
       "125240       294.654831      -152.344358     -2493.441590         19.888755   \n",
       "125241       267.089344      -138.726996     -2288.366863         19.888755   \n",
       "125242       264.912963      -136.583602     -2268.414592         19.888755   \n",
       "125243       263.003619      -135.121753     -2250.903776         19.888755   \n",
       "125244       300.529439      -155.006068     -2529.202212         19.888755   \n",
       "125245       295.073491      -152.229314     -2488.740351         19.888755   \n",
       "125246       305.223644      -158.973716     -2579.763228         19.888755   \n",
       "125247       310.342691      -161.352523     -2617.960937         19.888755   \n",
       "125248       309.933637      -158.617089     -2614.345350         19.888755   \n",
       "125249       321.280617      -162.843714     -2698.992353         19.888755   \n",
       "125250       327.160438      -168.037667     -2751.212850         19.888755   \n",
       "125251       311.633708      -158.234517     -2613.247914         19.888755   \n",
       "125252       298.538743      -153.796717     -2516.079070         19.888755   \n",
       "125253       313.875524      -162.531626     -2653.432131         19.888755   \n",
       "125254       314.809228      -162.610875     -2660.422157         19.888755   \n",
       "125255       315.046360      -163.372806     -2662.534280         19.888755   \n",
       "125256       321.705074      -167.465954     -2712.403675         19.888755   \n",
       "125257       322.200887      -166.814138     -2716.113303         19.888755   \n",
       "125258       336.831550      -177.706680     -2846.522639         19.888755   \n",
       "125259       327.648915      -173.027524     -2777.243340         19.888755   \n",
       "125260       311.054477      -161.381388     -2628.637408         19.888755   \n",
       "125261       313.566509      -162.585330     -2647.420719         19.888755   \n",
       "125262       297.019831      -152.352987     -2499.428189         19.888755   \n",
       "125263       323.629974      -170.142461     -2737.404466         19.888755   \n",
       "\n",
       "             ...        eye_center0_3d_z  gaze_normal0_x  gaze_normal0_y  \\\n",
       "0            ...              -20.000000        0.011527        0.051002   \n",
       "1            ...              -20.075283       -0.141761        0.192518   \n",
       "2            ...              -20.000000        0.026087        0.041811   \n",
       "3            ...              -20.075283       -0.140397        0.200891   \n",
       "4            ...              -20.075283       -0.136989        0.220475   \n",
       "5            ...              -20.000000        0.041430        0.034837   \n",
       "6            ...              -20.000000        0.052495        0.029825   \n",
       "7            ...              -20.000000        0.065145        0.027374   \n",
       "8            ...              -20.000000        0.065145        0.027374   \n",
       "9            ...              -20.000000        0.065145        0.027374   \n",
       "10           ...              -20.000000        0.067222        0.026625   \n",
       "11           ...              -20.000000        0.067222        0.026625   \n",
       "12           ...              -20.000000        0.066239        0.023518   \n",
       "13           ...              -20.000000        0.066338        0.023840   \n",
       "14           ...              -20.000000        0.066338        0.023840   \n",
       "15           ...              -20.000000        0.066338        0.023840   \n",
       "16           ...              -20.000000        0.064824        0.024375   \n",
       "17           ...              -20.000000        0.063962        0.024893   \n",
       "18           ...              -20.000000        0.063962        0.024893   \n",
       "19           ...              -20.000000        0.063320        0.025199   \n",
       "20           ...              -20.000000        0.063320        0.025199   \n",
       "21           ...              -20.000000        0.062883        0.025100   \n",
       "22           ...              -20.000000        0.062883        0.025100   \n",
       "23           ...              -20.000000        0.062883        0.025100   \n",
       "24           ...              -20.000000        0.062870        0.027411   \n",
       "25           ...              -20.000000        0.062870        0.027411   \n",
       "26           ...              -20.000000        0.062819        0.027157   \n",
       "27           ...              -20.000000        0.062819        0.027157   \n",
       "28           ...              -20.000000        0.061462        0.024975   \n",
       "29           ...              -20.000000        0.061661        0.027373   \n",
       "...          ...                     ...             ...             ...   \n",
       "125234       ...              -20.707271       -0.110515        0.041316   \n",
       "125235       ...              -20.707271       -0.110515        0.041316   \n",
       "125236       ...              -20.707271       -0.109617        0.041600   \n",
       "125237       ...              -20.707271       -0.109617        0.041600   \n",
       "125238       ...              -20.707271       -0.109617        0.041600   \n",
       "125239       ...              -20.707271       -0.110342        0.040727   \n",
       "125240       ...              -20.707271       -0.110342        0.040727   \n",
       "125241       ...              -20.707271       -0.108277        0.040950   \n",
       "125242       ...              -20.707271       -0.108277        0.040950   \n",
       "125243       ...              -20.707271       -0.108277        0.040950   \n",
       "125244       ...              -20.707271       -0.111079        0.041862   \n",
       "125245       ...              -20.707271       -0.110710        0.041834   \n",
       "125246       ...              -20.707271       -0.110710        0.041834   \n",
       "125247       ...              -20.707271       -0.111035        0.041669   \n",
       "125248       ...              -20.707271       -0.111035        0.041669   \n",
       "125249       ...              -20.707271       -0.111729        0.040608   \n",
       "125250       ...              -20.707271       -0.111729        0.040608   \n",
       "125251       ...              -20.707271       -0.111729        0.040608   \n",
       "125252       ...              -20.707271       -0.110872        0.042234   \n",
       "125253       ...              -20.707271       -0.110872        0.042234   \n",
       "125254       ...              -20.707271       -0.110931        0.041940   \n",
       "125255       ...              -20.707271       -0.110931        0.041940   \n",
       "125256       ...              -20.707271       -0.111323        0.042474   \n",
       "125257       ...              -20.707271       -0.111356        0.041812   \n",
       "125258       ...              -20.707271       -0.111356        0.041812   \n",
       "125259       ...              -20.707271       -0.110854        0.041843   \n",
       "125260       ...              -20.707271       -0.110854        0.041843   \n",
       "125261       ...              -20.707271       -0.111009        0.041794   \n",
       "125262       ...              -20.707271       -0.111009        0.041794   \n",
       "125263       ...              -20.707271       -0.111009        0.041794   \n",
       "\n",
       "        gaze_normal0_z  eye_center1_3d_x  eye_center1_3d_y  eye_center1_3d_z  \\\n",
       "0             0.998632               NaN               NaN               NaN   \n",
       "1             0.971000               NaN               NaN               NaN   \n",
       "2             0.998785               NaN               NaN               NaN   \n",
       "3             0.969501               NaN               NaN               NaN   \n",
       "4             0.965725               NaN               NaN               NaN   \n",
       "5             0.998534        -39.934928         14.997919        -20.075283   \n",
       "6             0.998176        -39.934928         14.997919        -20.075283   \n",
       "7             0.997500        -39.934928         14.997919        -20.075283   \n",
       "8             0.997500        -39.934928         14.997919        -20.075283   \n",
       "9             0.997500        -39.934928         14.997919        -20.075283   \n",
       "10            0.997383        -39.934928         14.997919        -20.075283   \n",
       "11            0.997383        -39.934928         14.997919        -20.075283   \n",
       "12            0.997527        -39.934928         14.997919        -20.075283   \n",
       "13            0.997512        -39.934928         14.997919        -20.075283   \n",
       "14            0.997512        -39.934928         14.997919        -20.075283   \n",
       "15            0.997512        -39.934928         14.997919        -20.075283   \n",
       "16            0.997599        -39.934928         14.997919        -20.075283   \n",
       "17            0.997642        -39.934928         14.997919        -20.075283   \n",
       "18            0.997642        -39.934928         14.997919        -20.075283   \n",
       "19            0.997675        -39.934928         14.997919        -20.075283   \n",
       "20            0.997675        -39.934928         14.997919        -20.075283   \n",
       "21            0.997705        -39.934928         14.997919        -20.075283   \n",
       "22            0.997705        -39.934928         14.997919        -20.075283   \n",
       "23            0.997705        -39.934928         14.997919        -20.075283   \n",
       "24            0.997645        -39.934928         14.997919        -20.075283   \n",
       "25            0.997645        -39.934928         14.997919        -20.075283   \n",
       "26            0.997655        -39.934928         14.997919        -20.075283   \n",
       "27            0.997655        -39.934928         14.997919        -20.075283   \n",
       "28            0.997797        -39.934928         14.997919        -20.075283   \n",
       "29            0.997722        -39.934928         14.997919        -20.075283   \n",
       "...                ...               ...               ...               ...   \n",
       "125234        0.993015        -37.372594         14.763454        -23.294339   \n",
       "125235        0.993015        -37.372594         14.763454        -23.294339   \n",
       "125236        0.993103        -37.372594         14.763454        -23.294339   \n",
       "125237        0.993103        -37.372594         14.763454        -23.294339   \n",
       "125238        0.993103        -37.372594         14.763454        -23.294339   \n",
       "125239        0.993059        -37.372594         14.763454        -23.294339   \n",
       "125240        0.993059        -37.372594         14.763454        -23.294339   \n",
       "125241        0.993277        -37.372594         14.763454        -23.294339   \n",
       "125242        0.993277        -37.372594         14.763454        -23.294339   \n",
       "125243        0.993277        -37.372594         14.763454        -23.294339   \n",
       "125244        0.992930        -37.372594         14.763454        -23.294339   \n",
       "125245        0.992972        -37.372594         14.763454        -23.294339   \n",
       "125246        0.992972        -37.372594         14.763454        -23.294339   \n",
       "125247        0.992943        -37.372594         14.763454        -23.294339   \n",
       "125248        0.992943        -37.372594         14.763454        -23.294339   \n",
       "125249        0.992909        -37.372594         14.763454        -23.294339   \n",
       "125250        0.992909        -37.372594         14.763454        -23.294339   \n",
       "125251        0.992909        -37.372594         14.763454        -23.294339   \n",
       "125252        0.992937        -37.372594         14.763454        -23.294339   \n",
       "125253        0.992937        -37.372594         14.763454        -23.294339   \n",
       "125254        0.992943        -37.372594         14.763454        -23.294339   \n",
       "125255        0.992943        -37.372594         14.763454        -23.294339   \n",
       "125256        0.992876        -37.372594         14.763454        -23.294339   \n",
       "125257        0.992901        -37.372594         14.763454        -23.294339   \n",
       "125258        0.992901        -37.372594         14.763454        -23.294339   \n",
       "125259        0.992955        -37.372594         14.763454        -23.294339   \n",
       "125260        0.992955        -37.372594         14.763454        -23.294339   \n",
       "125261        0.992940        -37.372594         14.763454        -23.294339   \n",
       "125262        0.992940        -37.372594         14.763454        -23.294339   \n",
       "125263        0.992940        -37.372594         14.763454        -23.294339   \n",
       "\n",
       "        gaze_normal1_x  gaze_normal1_y  gaze_normal1_z  \n",
       "0                  NaN             NaN             NaN  \n",
       "1                  NaN             NaN             NaN  \n",
       "2                  NaN             NaN             NaN  \n",
       "3                  NaN             NaN             NaN  \n",
       "4                  NaN             NaN             NaN  \n",
       "5            -0.145087        0.230744        0.962137  \n",
       "6            -0.145087        0.230744        0.962137  \n",
       "7            -0.145087        0.230744        0.962137  \n",
       "8            -0.153085        0.220988        0.963187  \n",
       "9            -0.152523        0.222659        0.962891  \n",
       "10           -0.152523        0.222659        0.962891  \n",
       "11           -0.152228        0.229814        0.961255  \n",
       "12           -0.152228        0.229814        0.961255  \n",
       "13           -0.152228        0.229814        0.961255  \n",
       "14           -0.151781        0.233679        0.960394  \n",
       "15           -0.152094        0.233980        0.960271  \n",
       "16           -0.152094        0.233980        0.960271  \n",
       "17           -0.152094        0.233980        0.960271  \n",
       "18           -0.151527        0.234143        0.960321  \n",
       "19           -0.151527        0.234143        0.960321  \n",
       "20           -0.150041        0.234536        0.960458  \n",
       "21           -0.150041        0.234536        0.960458  \n",
       "22           -0.150243        0.234115        0.960530  \n",
       "23           -0.150210        0.233747        0.960624  \n",
       "24           -0.150210        0.233747        0.960624  \n",
       "25           -0.151889        0.233467        0.960428  \n",
       "26           -0.151889        0.233467        0.960428  \n",
       "27           -0.150562        0.233448        0.960642  \n",
       "28           -0.150562        0.233448        0.960642  \n",
       "29           -0.150562        0.233448        0.960642  \n",
       "...                ...             ...             ...  \n",
       "125234       -0.130494        0.089989        0.987357  \n",
       "125235       -0.133136        0.089879        0.987014  \n",
       "125236       -0.133136        0.089879        0.987014  \n",
       "125237       -0.134708        0.089903        0.986799  \n",
       "125238       -0.133476        0.091806        0.986791  \n",
       "125239       -0.133476        0.091806        0.986791  \n",
       "125240       -0.132685        0.093045        0.986781  \n",
       "125241       -0.132685        0.093045        0.986781  \n",
       "125242       -0.132911        0.092348        0.986816  \n",
       "125243       -0.133109        0.092096        0.986813  \n",
       "125244       -0.133109        0.092096        0.986813  \n",
       "125245       -0.133109        0.092096        0.986813  \n",
       "125246       -0.132298        0.092555        0.986879  \n",
       "125247       -0.132298        0.092555        0.986879  \n",
       "125248       -0.132345        0.090664        0.987048  \n",
       "125249       -0.132345        0.090664        0.987048  \n",
       "125250       -0.131934        0.091917        0.986988  \n",
       "125251       -0.133029        0.091475        0.986882  \n",
       "125252       -0.133029        0.091475        0.986882  \n",
       "125253       -0.131862        0.091081        0.987075  \n",
       "125254       -0.131862        0.091081        0.987075  \n",
       "125255       -0.131841        0.091543        0.987035  \n",
       "125256       -0.131841        0.091543        0.987035  \n",
       "125257       -0.131841        0.091543        0.987035  \n",
       "125258       -0.130868        0.093021        0.987026  \n",
       "125259       -0.130868        0.093021        0.987026  \n",
       "125260       -0.132037        0.091860        0.986979  \n",
       "125261       -0.132037        0.091860        0.986979  \n",
       "125262       -0.133311        0.091656        0.986827  \n",
       "125263       -0.131320        0.092941        0.986974  \n",
       "\n",
       "[125264 rows x 21 columns]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[\"gaze_timestamp\"] = pd.to_datetime(df[\"gaze_timestamp\"].values,unit = \"s\",utc=True).tz_convert(\"Asia/Shanghai\") #我这里算的是uct+8的时间\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 第四问"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "平均采样率为 427.61986301369865 HZ\n"
     ]
    }
   ],
   "source": [
    "df1 = df.resample(\"S\",on = \"gaze_timestamp\").count()\n",
    "df_fre = df1[\"gaze_timestamp\"][1:-1]\n",
    "print(\"平均采样率为 {} HZ\".format(df_fre.sum()/df_fre.count()))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 第五问"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>world_index</th>\n",
       "      <th>confidence</th>\n",
       "      <th>norm_pos_x</th>\n",
       "      <th>norm_pos_y</th>\n",
       "      <th>gaze_point_3d_x</th>\n",
       "      <th>gaze_point_3d_y</th>\n",
       "      <th>gaze_point_3d_z</th>\n",
       "      <th>eye_center0_3d_x</th>\n",
       "      <th>eye_center0_3d_y</th>\n",
       "      <th>eye_center0_3d_z</th>\n",
       "      <th>gaze_normal0_x</th>\n",
       "      <th>gaze_normal0_y</th>\n",
       "      <th>gaze_normal0_z</th>\n",
       "      <th>eye_center1_3d_x</th>\n",
       "      <th>eye_center1_3d_y</th>\n",
       "      <th>eye_center1_3d_z</th>\n",
       "      <th>gaze_normal1_x</th>\n",
       "      <th>gaze_normal1_y</th>\n",
       "      <th>gaze_normal1_z</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>gaze_timestamp</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.770000+08:00</th>\n",
       "      <td>0.0</td>\n",
       "      <td>0.681690</td>\n",
       "      <td>0.437387</td>\n",
       "      <td>0.291906</td>\n",
       "      <td>-54.359308</td>\n",
       "      <td>103.262224</td>\n",
       "      <td>694.806989</td>\n",
       "      <td>-9.967464</td>\n",
       "      <td>14.998960</td>\n",
       "      <td>-20.037641</td>\n",
       "      <td>-0.061136</td>\n",
       "      <td>0.121556</td>\n",
       "      <td>0.984479</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.780000+08:00</th>\n",
       "      <td>1.0</td>\n",
       "      <td>0.584288</td>\n",
       "      <td>0.437978</td>\n",
       "      <td>0.307110</td>\n",
       "      <td>-42.813406</td>\n",
       "      <td>41.035419</td>\n",
       "      <td>10.103229</td>\n",
       "      <td>0.021691</td>\n",
       "      <td>14.999306</td>\n",
       "      <td>-20.025094</td>\n",
       "      <td>-0.014355</td>\n",
       "      <td>0.095046</td>\n",
       "      <td>0.987478</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.145087</td>\n",
       "      <td>0.230744</td>\n",
       "      <td>0.962137</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.790000+08:00</th>\n",
       "      <td>1.0</td>\n",
       "      <td>0.679988</td>\n",
       "      <td>0.494694</td>\n",
       "      <td>0.404853</td>\n",
       "      <td>1.979829</td>\n",
       "      <td>-20.040517</td>\n",
       "      <td>-292.334754</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.065145</td>\n",
       "      <td>0.027374</td>\n",
       "      <td>0.997500</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.150232</td>\n",
       "      <td>0.224797</td>\n",
       "      <td>0.962738</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.800000+08:00</th>\n",
       "      <td>1.0</td>\n",
       "      <td>0.810370</td>\n",
       "      <td>0.494951</td>\n",
       "      <td>0.404822</td>\n",
       "      <td>1.859581</td>\n",
       "      <td>-19.717564</td>\n",
       "      <td>-287.721641</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.066672</td>\n",
       "      <td>0.024890</td>\n",
       "      <td>0.997463</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.152198</td>\n",
       "      <td>0.229156</td>\n",
       "      <td>0.961410</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.810000+08:00</th>\n",
       "      <td>2.0</td>\n",
       "      <td>0.811268</td>\n",
       "      <td>0.494067</td>\n",
       "      <td>0.401053</td>\n",
       "      <td>2.204797</td>\n",
       "      <td>-20.676414</td>\n",
       "      <td>-290.218427</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.064772</td>\n",
       "      <td>0.024500</td>\n",
       "      <td>0.997599</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.151952</td>\n",
       "      <td>0.234021</td>\n",
       "      <td>0.960284</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.820000+08:00</th>\n",
       "      <td>2.0</td>\n",
       "      <td>0.893564</td>\n",
       "      <td>0.493605</td>\n",
       "      <td>0.399335</td>\n",
       "      <td>2.409602</td>\n",
       "      <td>-21.335674</td>\n",
       "      <td>-294.369777</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.063058</td>\n",
       "      <td>0.025140</td>\n",
       "      <td>0.997693</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.150413</td>\n",
       "      <td>0.234215</td>\n",
       "      <td>0.960478</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.830000+08:00</th>\n",
       "      <td>2.0</td>\n",
       "      <td>0.845289</td>\n",
       "      <td>0.493316</td>\n",
       "      <td>0.398559</td>\n",
       "      <td>2.512630</td>\n",
       "      <td>-21.451642</td>\n",
       "      <td>-293.704395</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.062845</td>\n",
       "      <td>0.027284</td>\n",
       "      <td>0.997650</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.151138</td>\n",
       "      <td>0.233532</td>\n",
       "      <td>0.960531</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.840000+08:00</th>\n",
       "      <td>2.5</td>\n",
       "      <td>0.841835</td>\n",
       "      <td>0.492696</td>\n",
       "      <td>0.398804</td>\n",
       "      <td>2.767211</td>\n",
       "      <td>-21.566487</td>\n",
       "      <td>-295.993985</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.061422</td>\n",
       "      <td>0.025921</td>\n",
       "      <td>0.997775</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.150791</td>\n",
       "      <td>0.233569</td>\n",
       "      <td>0.960577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.850000+08:00</th>\n",
       "      <td>3.0</td>\n",
       "      <td>0.813601</td>\n",
       "      <td>0.492874</td>\n",
       "      <td>0.398257</td>\n",
       "      <td>2.711425</td>\n",
       "      <td>-21.777256</td>\n",
       "      <td>-297.274745</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.061335</td>\n",
       "      <td>0.026011</td>\n",
       "      <td>0.997778</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.149916</td>\n",
       "      <td>0.233780</td>\n",
       "      <td>0.960662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.860000+08:00</th>\n",
       "      <td>3.0</td>\n",
       "      <td>0.893743</td>\n",
       "      <td>0.492674</td>\n",
       "      <td>0.398524</td>\n",
       "      <td>2.798286</td>\n",
       "      <td>-21.804480</td>\n",
       "      <td>-298.433361</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.060777</td>\n",
       "      <td>0.025339</td>\n",
       "      <td>0.997830</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.149606</td>\n",
       "      <td>0.233583</td>\n",
       "      <td>0.960758</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.870000+08:00</th>\n",
       "      <td>3.5</td>\n",
       "      <td>0.862389</td>\n",
       "      <td>0.492139</td>\n",
       "      <td>0.398724</td>\n",
       "      <td>3.005405</td>\n",
       "      <td>-21.779999</td>\n",
       "      <td>-298.687614</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.059995</td>\n",
       "      <td>0.025130</td>\n",
       "      <td>0.997882</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.150185</td>\n",
       "      <td>0.233384</td>\n",
       "      <td>0.960716</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.880000+08:00</th>\n",
       "      <td>4.0</td>\n",
       "      <td>0.892706</td>\n",
       "      <td>0.492170</td>\n",
       "      <td>0.398582</td>\n",
       "      <td>3.002544</td>\n",
       "      <td>-21.876653</td>\n",
       "      <td>-299.589471</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.059813</td>\n",
       "      <td>0.025071</td>\n",
       "      <td>0.997894</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.149704</td>\n",
       "      <td>0.233300</td>\n",
       "      <td>0.960812</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.890000+08:00</th>\n",
       "      <td>4.0</td>\n",
       "      <td>0.863562</td>\n",
       "      <td>0.491619</td>\n",
       "      <td>0.398328</td>\n",
       "      <td>3.227031</td>\n",
       "      <td>-22.022033</td>\n",
       "      <td>-300.826326</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.058765</td>\n",
       "      <td>0.024700</td>\n",
       "      <td>0.997966</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.149820</td>\n",
       "      <td>0.233547</td>\n",
       "      <td>0.960734</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.900000+08:00</th>\n",
       "      <td>4.0</td>\n",
       "      <td>0.850346</td>\n",
       "      <td>0.491440</td>\n",
       "      <td>0.398221</td>\n",
       "      <td>3.300165</td>\n",
       "      <td>-22.075103</td>\n",
       "      <td>-301.234553</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.058422</td>\n",
       "      <td>0.024264</td>\n",
       "      <td>0.997997</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.149847</td>\n",
       "      <td>0.233968</td>\n",
       "      <td>0.960627</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.910000+08:00</th>\n",
       "      <td>5.0</td>\n",
       "      <td>0.878314</td>\n",
       "      <td>0.491522</td>\n",
       "      <td>0.397330</td>\n",
       "      <td>3.278969</td>\n",
       "      <td>-22.336895</td>\n",
       "      <td>-302.166428</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.058302</td>\n",
       "      <td>0.025038</td>\n",
       "      <td>0.997985</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.149284</td>\n",
       "      <td>0.234162</td>\n",
       "      <td>0.960668</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.920000+08:00</th>\n",
       "      <td>5.0</td>\n",
       "      <td>0.864336</td>\n",
       "      <td>0.491490</td>\n",
       "      <td>0.396538</td>\n",
       "      <td>3.308013</td>\n",
       "      <td>-22.621279</td>\n",
       "      <td>-303.673027</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.057891</td>\n",
       "      <td>0.025402</td>\n",
       "      <td>0.997999</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.148602</td>\n",
       "      <td>0.234394</td>\n",
       "      <td>0.960717</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.930000+08:00</th>\n",
       "      <td>5.0</td>\n",
       "      <td>0.998242</td>\n",
       "      <td>0.491106</td>\n",
       "      <td>0.396239</td>\n",
       "      <td>3.462726</td>\n",
       "      <td>-22.723509</td>\n",
       "      <td>-304.165507</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.057256</td>\n",
       "      <td>0.025568</td>\n",
       "      <td>0.998032</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.148867</td>\n",
       "      <td>0.234479</td>\n",
       "      <td>0.960655</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.940000+08:00</th>\n",
       "      <td>5.6</td>\n",
       "      <td>0.822405</td>\n",
       "      <td>0.491349</td>\n",
       "      <td>0.396675</td>\n",
       "      <td>3.365049</td>\n",
       "      <td>-22.609107</td>\n",
       "      <td>-303.908032</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.057648</td>\n",
       "      <td>0.025339</td>\n",
       "      <td>0.998015</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.148678</td>\n",
       "      <td>0.234164</td>\n",
       "      <td>0.960761</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.950000+08:00</th>\n",
       "      <td>6.0</td>\n",
       "      <td>0.837220</td>\n",
       "      <td>0.491234</td>\n",
       "      <td>0.397143</td>\n",
       "      <td>3.410404</td>\n",
       "      <td>-22.507586</td>\n",
       "      <td>-303.923452</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.057488</td>\n",
       "      <td>0.024511</td>\n",
       "      <td>0.998045</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.148821</td>\n",
       "      <td>0.234277</td>\n",
       "      <td>0.960712</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1970-01-02 08:29:10.960000+08:00</th>\n",
       "      <td>6.0</td>\n",
       "      <td>0.860573</td>\n",
       "      <td>0.490922</td>\n",
       "      <td>0.397230</td>\n",
       "      <td>3.540623</td>\n",
       "      <td>-22.548167</td>\n",
       "      <td>-304.725183</td>\n",
       "      <td>20.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>-20.000000</td>\n",
       "      <td>0.056879</td>\n",
       "      <td>0.024088</td>\n",
       "      <td>0.998090</td>\n",
       "      <td>-39.934928</td>\n",
       "      <td>14.997919</td>\n",
       "      <td>-20.075283</td>\n",
       "      <td>-0.148850</td>\n",
       "      <td>0.234256</td>\n",
       "      <td>0.960712</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                  world_index  confidence  norm_pos_x  \\\n",
       "gaze_timestamp                                                          \n",
       "1970-01-02 08:29:10.770000+08:00          0.0    0.681690    0.437387   \n",
       "1970-01-02 08:29:10.780000+08:00          1.0    0.584288    0.437978   \n",
       "1970-01-02 08:29:10.790000+08:00          1.0    0.679988    0.494694   \n",
       "1970-01-02 08:29:10.800000+08:00          1.0    0.810370    0.494951   \n",
       "1970-01-02 08:29:10.810000+08:00          2.0    0.811268    0.494067   \n",
       "1970-01-02 08:29:10.820000+08:00          2.0    0.893564    0.493605   \n",
       "1970-01-02 08:29:10.830000+08:00          2.0    0.845289    0.493316   \n",
       "1970-01-02 08:29:10.840000+08:00          2.5    0.841835    0.492696   \n",
       "1970-01-02 08:29:10.850000+08:00          3.0    0.813601    0.492874   \n",
       "1970-01-02 08:29:10.860000+08:00          3.0    0.893743    0.492674   \n",
       "1970-01-02 08:29:10.870000+08:00          3.5    0.862389    0.492139   \n",
       "1970-01-02 08:29:10.880000+08:00          4.0    0.892706    0.492170   \n",
       "1970-01-02 08:29:10.890000+08:00          4.0    0.863562    0.491619   \n",
       "1970-01-02 08:29:10.900000+08:00          4.0    0.850346    0.491440   \n",
       "1970-01-02 08:29:10.910000+08:00          5.0    0.878314    0.491522   \n",
       "1970-01-02 08:29:10.920000+08:00          5.0    0.864336    0.491490   \n",
       "1970-01-02 08:29:10.930000+08:00          5.0    0.998242    0.491106   \n",
       "1970-01-02 08:29:10.940000+08:00          5.6    0.822405    0.491349   \n",
       "1970-01-02 08:29:10.950000+08:00          6.0    0.837220    0.491234   \n",
       "1970-01-02 08:29:10.960000+08:00          6.0    0.860573    0.490922   \n",
       "\n",
       "                                  norm_pos_y  gaze_point_3d_x  \\\n",
       "gaze_timestamp                                                  \n",
       "1970-01-02 08:29:10.770000+08:00    0.291906       -54.359308   \n",
       "1970-01-02 08:29:10.780000+08:00    0.307110       -42.813406   \n",
       "1970-01-02 08:29:10.790000+08:00    0.404853         1.979829   \n",
       "1970-01-02 08:29:10.800000+08:00    0.404822         1.859581   \n",
       "1970-01-02 08:29:10.810000+08:00    0.401053         2.204797   \n",
       "1970-01-02 08:29:10.820000+08:00    0.399335         2.409602   \n",
       "1970-01-02 08:29:10.830000+08:00    0.398559         2.512630   \n",
       "1970-01-02 08:29:10.840000+08:00    0.398804         2.767211   \n",
       "1970-01-02 08:29:10.850000+08:00    0.398257         2.711425   \n",
       "1970-01-02 08:29:10.860000+08:00    0.398524         2.798286   \n",
       "1970-01-02 08:29:10.870000+08:00    0.398724         3.005405   \n",
       "1970-01-02 08:29:10.880000+08:00    0.398582         3.002544   \n",
       "1970-01-02 08:29:10.890000+08:00    0.398328         3.227031   \n",
       "1970-01-02 08:29:10.900000+08:00    0.398221         3.300165   \n",
       "1970-01-02 08:29:10.910000+08:00    0.397330         3.278969   \n",
       "1970-01-02 08:29:10.920000+08:00    0.396538         3.308013   \n",
       "1970-01-02 08:29:10.930000+08:00    0.396239         3.462726   \n",
       "1970-01-02 08:29:10.940000+08:00    0.396675         3.365049   \n",
       "1970-01-02 08:29:10.950000+08:00    0.397143         3.410404   \n",
       "1970-01-02 08:29:10.960000+08:00    0.397230         3.540623   \n",
       "\n",
       "                                  gaze_point_3d_y  gaze_point_3d_z  \\\n",
       "gaze_timestamp                                                       \n",
       "1970-01-02 08:29:10.770000+08:00       103.262224       694.806989   \n",
       "1970-01-02 08:29:10.780000+08:00        41.035419        10.103229   \n",
       "1970-01-02 08:29:10.790000+08:00       -20.040517      -292.334754   \n",
       "1970-01-02 08:29:10.800000+08:00       -19.717564      -287.721641   \n",
       "1970-01-02 08:29:10.810000+08:00       -20.676414      -290.218427   \n",
       "1970-01-02 08:29:10.820000+08:00       -21.335674      -294.369777   \n",
       "1970-01-02 08:29:10.830000+08:00       -21.451642      -293.704395   \n",
       "1970-01-02 08:29:10.840000+08:00       -21.566487      -295.993985   \n",
       "1970-01-02 08:29:10.850000+08:00       -21.777256      -297.274745   \n",
       "1970-01-02 08:29:10.860000+08:00       -21.804480      -298.433361   \n",
       "1970-01-02 08:29:10.870000+08:00       -21.779999      -298.687614   \n",
       "1970-01-02 08:29:10.880000+08:00       -21.876653      -299.589471   \n",
       "1970-01-02 08:29:10.890000+08:00       -22.022033      -300.826326   \n",
       "1970-01-02 08:29:10.900000+08:00       -22.075103      -301.234553   \n",
       "1970-01-02 08:29:10.910000+08:00       -22.336895      -302.166428   \n",
       "1970-01-02 08:29:10.920000+08:00       -22.621279      -303.673027   \n",
       "1970-01-02 08:29:10.930000+08:00       -22.723509      -304.165507   \n",
       "1970-01-02 08:29:10.940000+08:00       -22.609107      -303.908032   \n",
       "1970-01-02 08:29:10.950000+08:00       -22.507586      -303.923452   \n",
       "1970-01-02 08:29:10.960000+08:00       -22.548167      -304.725183   \n",
       "\n",
       "                                  eye_center0_3d_x  eye_center0_3d_y  \\\n",
       "gaze_timestamp                                                         \n",
       "1970-01-02 08:29:10.770000+08:00         -9.967464         14.998960   \n",
       "1970-01-02 08:29:10.780000+08:00          0.021691         14.999306   \n",
       "1970-01-02 08:29:10.790000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.800000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.810000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.820000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.830000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.840000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.850000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.860000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.870000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.880000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.890000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.900000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.910000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.920000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.930000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.940000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.950000+08:00         20.000000         15.000000   \n",
       "1970-01-02 08:29:10.960000+08:00         20.000000         15.000000   \n",
       "\n",
       "                                  eye_center0_3d_z  gaze_normal0_x  \\\n",
       "gaze_timestamp                                                       \n",
       "1970-01-02 08:29:10.770000+08:00        -20.037641       -0.061136   \n",
       "1970-01-02 08:29:10.780000+08:00        -20.025094       -0.014355   \n",
       "1970-01-02 08:29:10.790000+08:00        -20.000000        0.065145   \n",
       "1970-01-02 08:29:10.800000+08:00        -20.000000        0.066672   \n",
       "1970-01-02 08:29:10.810000+08:00        -20.000000        0.064772   \n",
       "1970-01-02 08:29:10.820000+08:00        -20.000000        0.063058   \n",
       "1970-01-02 08:29:10.830000+08:00        -20.000000        0.062845   \n",
       "1970-01-02 08:29:10.840000+08:00        -20.000000        0.061422   \n",
       "1970-01-02 08:29:10.850000+08:00        -20.000000        0.061335   \n",
       "1970-01-02 08:29:10.860000+08:00        -20.000000        0.060777   \n",
       "1970-01-02 08:29:10.870000+08:00        -20.000000        0.059995   \n",
       "1970-01-02 08:29:10.880000+08:00        -20.000000        0.059813   \n",
       "1970-01-02 08:29:10.890000+08:00        -20.000000        0.058765   \n",
       "1970-01-02 08:29:10.900000+08:00        -20.000000        0.058422   \n",
       "1970-01-02 08:29:10.910000+08:00        -20.000000        0.058302   \n",
       "1970-01-02 08:29:10.920000+08:00        -20.000000        0.057891   \n",
       "1970-01-02 08:29:10.930000+08:00        -20.000000        0.057256   \n",
       "1970-01-02 08:29:10.940000+08:00        -20.000000        0.057648   \n",
       "1970-01-02 08:29:10.950000+08:00        -20.000000        0.057488   \n",
       "1970-01-02 08:29:10.960000+08:00        -20.000000        0.056879   \n",
       "\n",
       "                                  gaze_normal0_y  gaze_normal0_z  \\\n",
       "gaze_timestamp                                                     \n",
       "1970-01-02 08:29:10.770000+08:00        0.121556        0.984479   \n",
       "1970-01-02 08:29:10.780000+08:00        0.095046        0.987478   \n",
       "1970-01-02 08:29:10.790000+08:00        0.027374        0.997500   \n",
       "1970-01-02 08:29:10.800000+08:00        0.024890        0.997463   \n",
       "1970-01-02 08:29:10.810000+08:00        0.024500        0.997599   \n",
       "1970-01-02 08:29:10.820000+08:00        0.025140        0.997693   \n",
       "1970-01-02 08:29:10.830000+08:00        0.027284        0.997650   \n",
       "1970-01-02 08:29:10.840000+08:00        0.025921        0.997775   \n",
       "1970-01-02 08:29:10.850000+08:00        0.026011        0.997778   \n",
       "1970-01-02 08:29:10.860000+08:00        0.025339        0.997830   \n",
       "1970-01-02 08:29:10.870000+08:00        0.025130        0.997882   \n",
       "1970-01-02 08:29:10.880000+08:00        0.025071        0.997894   \n",
       "1970-01-02 08:29:10.890000+08:00        0.024700        0.997966   \n",
       "1970-01-02 08:29:10.900000+08:00        0.024264        0.997997   \n",
       "1970-01-02 08:29:10.910000+08:00        0.025038        0.997985   \n",
       "1970-01-02 08:29:10.920000+08:00        0.025402        0.997999   \n",
       "1970-01-02 08:29:10.930000+08:00        0.025568        0.998032   \n",
       "1970-01-02 08:29:10.940000+08:00        0.025339        0.998015   \n",
       "1970-01-02 08:29:10.950000+08:00        0.024511        0.998045   \n",
       "1970-01-02 08:29:10.960000+08:00        0.024088        0.998090   \n",
       "\n",
       "                                  eye_center1_3d_x  eye_center1_3d_y  \\\n",
       "gaze_timestamp                                                         \n",
       "1970-01-02 08:29:10.770000+08:00               NaN               NaN   \n",
       "1970-01-02 08:29:10.780000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.790000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.800000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.810000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.820000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.830000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.840000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.850000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.860000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.870000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.880000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.890000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.900000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.910000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.920000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.930000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.940000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.950000+08:00        -39.934928         14.997919   \n",
       "1970-01-02 08:29:10.960000+08:00        -39.934928         14.997919   \n",
       "\n",
       "                                  eye_center1_3d_z  gaze_normal1_x  \\\n",
       "gaze_timestamp                                                       \n",
       "1970-01-02 08:29:10.770000+08:00               NaN             NaN   \n",
       "1970-01-02 08:29:10.780000+08:00        -20.075283       -0.145087   \n",
       "1970-01-02 08:29:10.790000+08:00        -20.075283       -0.150232   \n",
       "1970-01-02 08:29:10.800000+08:00        -20.075283       -0.152198   \n",
       "1970-01-02 08:29:10.810000+08:00        -20.075283       -0.151952   \n",
       "1970-01-02 08:29:10.820000+08:00        -20.075283       -0.150413   \n",
       "1970-01-02 08:29:10.830000+08:00        -20.075283       -0.151138   \n",
       "1970-01-02 08:29:10.840000+08:00        -20.075283       -0.150791   \n",
       "1970-01-02 08:29:10.850000+08:00        -20.075283       -0.149916   \n",
       "1970-01-02 08:29:10.860000+08:00        -20.075283       -0.149606   \n",
       "1970-01-02 08:29:10.870000+08:00        -20.075283       -0.150185   \n",
       "1970-01-02 08:29:10.880000+08:00        -20.075283       -0.149704   \n",
       "1970-01-02 08:29:10.890000+08:00        -20.075283       -0.149820   \n",
       "1970-01-02 08:29:10.900000+08:00        -20.075283       -0.149847   \n",
       "1970-01-02 08:29:10.910000+08:00        -20.075283       -0.149284   \n",
       "1970-01-02 08:29:10.920000+08:00        -20.075283       -0.148602   \n",
       "1970-01-02 08:29:10.930000+08:00        -20.075283       -0.148867   \n",
       "1970-01-02 08:29:10.940000+08:00        -20.075283       -0.148678   \n",
       "1970-01-02 08:29:10.950000+08:00        -20.075283       -0.148821   \n",
       "1970-01-02 08:29:10.960000+08:00        -20.075283       -0.148850   \n",
       "\n",
       "                                  gaze_normal1_y  gaze_normal1_z  \n",
       "gaze_timestamp                                                    \n",
       "1970-01-02 08:29:10.770000+08:00             NaN             NaN  \n",
       "1970-01-02 08:29:10.780000+08:00        0.230744        0.962137  \n",
       "1970-01-02 08:29:10.790000+08:00        0.224797        0.962738  \n",
       "1970-01-02 08:29:10.800000+08:00        0.229156        0.961410  \n",
       "1970-01-02 08:29:10.810000+08:00        0.234021        0.960284  \n",
       "1970-01-02 08:29:10.820000+08:00        0.234215        0.960478  \n",
       "1970-01-02 08:29:10.830000+08:00        0.233532        0.960531  \n",
       "1970-01-02 08:29:10.840000+08:00        0.233569        0.960577  \n",
       "1970-01-02 08:29:10.850000+08:00        0.233780        0.960662  \n",
       "1970-01-02 08:29:10.860000+08:00        0.233583        0.960758  \n",
       "1970-01-02 08:29:10.870000+08:00        0.233384        0.960716  \n",
       "1970-01-02 08:29:10.880000+08:00        0.233300        0.960812  \n",
       "1970-01-02 08:29:10.890000+08:00        0.233547        0.960734  \n",
       "1970-01-02 08:29:10.900000+08:00        0.233968        0.960627  \n",
       "1970-01-02 08:29:10.910000+08:00        0.234162        0.960668  \n",
       "1970-01-02 08:29:10.920000+08:00        0.234394        0.960717  \n",
       "1970-01-02 08:29:10.930000+08:00        0.234479        0.960655  \n",
       "1970-01-02 08:29:10.940000+08:00        0.234164        0.960761  \n",
       "1970-01-02 08:29:10.950000+08:00        0.234277        0.960712  \n",
       "1970-01-02 08:29:10.960000+08:00        0.234256        0.960712  "
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.resample(\"0.01S\",on = \"gaze_timestamp\").mean().head(20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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